This diagnostic study will use 410 retrospectively captured fundal videos to develop ML systems that detect SVPs and quantify ICP. The ground truth will be generated from the annotations of two independent, masked clinicians, with arbitration by an ophthalmology consultant in cases of disagreement.
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Area-under-the receiver operating characteristic (AUROC) for spontaneous venous pulsations detection
Timeframe: 1 year